Teahose.
SIGN IN
NEW HERE — WHAT TEAHOSE DOES
We read the entire AI & tech firehose — so you don't have to.
PODPodcastsAll-In, No Priors, Acquired…
NEWNewslettersStratechery, Newcomer…
PAPPapersPhysical AI research
PHProduct Huntdaily launches
VCInvestor ScoutSequoia, a16z, Benchmark…
CLAUDE DISTILLS →
7 reads, 30 sec each — free, 6 AM ET.
+ a live graph of the companies, people & themes underneath.
HOME/MY FIRST MILLION/We put a multimillionaire’s port…
POD
// EPISODE
MY FIRST MILLION

We put a multimillionaire’s portfolio into Claude (the results shocked us)

DATE October 19, 2026SOURCE MY FIRST MILLIONPARTICIPANTS AUDIO TRACK, SAM PARR, SHAAN PURI
// KEY TAKEAWAYS6 ITEMS
  1. 01Radical Inactivity as an Investing Edge
  2. 02Deep Study, Written Notes, Then Wait for Price
  3. 03Sort Decisions by Reversibility and Circle of Competence
  4. 04Write It Down: Premortems and Avoiding "Resulting"
  5. 05Investing Minimizes Mistakes; Entrepreneurship Maximizes the Size of the Right Swing
  6. 06Talent Density and Humble Information-Gathering Among Top Leaders
In this episode

1. Key Themes

Radical Inactivity as an Investing Edge

Sam Parr exported a friend's brokerage account into Claude and found that this multimillionaire retail investor made only about three decisions a year while beating the S&P 500 in 11 of 12 years. Shaan Puri summarized the results: "His annual return is 21.8% versus 13.5% for the S&P 500." 00:01:54. Sam added: "he only made 2.9 decisions a year... three out of the last 10 years, he made zero decisions, and at most he made six decisions in a year." 00:01:39. The longest stretch of inactivity was three years (2022 to 2025). The portfolio held roughly 15 names at any time. They were not obscure picks, but large, well-understood consumer brands such as "a very large travel stock" and "a popular clothing stock." Sam's framing of the point: "we oftentimes mistake movement with progress." 00:02:36

Deep Study, Written Notes, Then Wait for Price

The investor's actual process is a study-then-wait discipline rather than constant trading. He told Sam: "I study a few things that I can understand, and I study them very deeply. I keep very detailed notes, and then I just wait for an opportunity." 00:03:54. His example was a company he researched for about six months before COVID, thought was too expensive, and then bought "that day" it got cheap: "when it got cheap enough, I bought it that day." 00:04:02. The edge is the separation of research time from action time, with price as the trigger. Shaan identified it as "the Buffett thing... basically spending every day learning, and then when there's a moment in time, going ahead and making a position." 00:04:23

Sort Decisions by Reversibility and Circle of Competence

Sam synthesized what the best decision-makers share: few decisions, no agonizing over small ones, strict circles of competence, and written reasoning. "The way that you fix this is you determine what decision is reversible and which isn't. And for the ones that are reversible, don't sweat over them." 00:05:40. On competence, he described a friend who rejected an idea without evaluating it: "I don't know anything about that industry, though, so no, I would never do that." 00:07:50. Kevin Ryan's line fits the same pattern: "I basically get one good idea a year." 00:05:23. Shaan said his own advantage is temperamental: "my default state is I don't care. So, it's pretty easy then. Everything is ruled out unless it has a real reason I need to care." 00:06:45

Write It Down: Premortems and Avoiding "Resulting"

Sam argued the best deciders document their thinking so they can judge the process rather than the outcome: "You don't want to do this thing called resulting, where you say like, 'This was a bad decision because the result was bad.' It should be, 'This was a bad decision because the input or the framework was bad.'" 00:08:22. Shaan supplied the Jack Dorsey example: "before he started Square, I think he created a list called 140 Reasons Why Square Will Fail." 00:09:19. He tied it to Munger: "Tell me if you know... where I'm going to die so I know not to go there." 00:09:56. A premortem is meant to design around failure modes. It is not a way to avoid the project.

Investing Minimizes Mistakes; Entrepreneurship Maximizes the Size of the Right Swing

Shaan reported Zuckerberg's logic on the Cheeky Pint interview. Meta lost heavily on VR, yet pivoted correctly to AI, and Zuckerberg said "You don't get judged by your mistakes. You're only judged by the things you got right and how right you got them when you got them right." 00:13:42. Shaan contrasted this with Buffett ("Rule number one... 'Don't lose money'") and added: "in business, you can get a thousand runs with one correct swing of the bat" (Bezos's baseball analogy) 00:14:56. The practical lesson is that the right risk posture depends on the payoff structure. Public-market compounding rewards avoiding errors. Founding rewards surviving long enough to hit a big one.

Talent Density and Humble Information-Gathering Among Top Leaders

Shaan relayed Alexandr Wang's account of what Zuckerberg valued in him, including Wang's strong belief "that for Meta to win in AI, they needed to have an extremely small team working on it, not a big team." 00:16:11. Shaan paraphrased the thesis: "You want 20 or max 200 extremely smart people who can all hold the problem in their head... it should be extremely flat." 00:16:27. Wang also described Zuckerberg's habit of texting questions to roughly 20 smart people outside any formal board and responding with a "blog post length" reply. Shaan summarized: "he's constantly seeking from very smart people their take. And then he's also using that to assess the talent of those people." 00:18:27. Sam observed the same trait in people far more successful than he is, who ask his opinion even when he feels "way dumber."

Know the Game You're Playing

Shaan argued most people never name the game they are in, citing The Score: "the game decides what you want, and who you need to be to get it." 00:26:06. His own arc: in his 20s the game was "trying to make it"; in his 30s it became "start a family while still being successful, but not in the sweaty, grindy way." 00:25:03. This is also his answer to comparison anxiety: "get comfortable in the game you're playing." 00:22:03. Sam added that even very successful people often can't state their end state: "there is a lack of like, 'The end state looks something like this.'" 00:22:44

Motion Over Direction: Bias to Action Under Uncertainty

Shaan cited an Elon Musk fable (which he said he is not sure is true): after losing everything, Musk would "move to the cheapest apartment he could find, buy a computer, and start building the next thing within 24 hours." 00:29:50. The fable's core: "The thing finds you. You just have to be building when it arrives." 00:30:08. Shaan paired it with his father's advice ("it's about motion, not direction") and Napoleon's "I act and the plan emerges from my action." 00:30:57. Scott Galloway's version: "keep your sails up" 00:31:14.

Small Life Wins Reverse a Business Downward Spiral

Recalling the sushi-company era (air mattresses, a garbage bag nailed to the wall), Shaan identified the mistake: "we were letting the badness of our company seep into the badness of our life... We had a last-play mentality." 00:32:41. The fix needed no strategy change: "we just changed our routine," starting with a morning hike of the Flatirons, which produced "a win to ourselves" that carried into better ideas. 00:33:34

Rehearse the Feared Event: Exposure and Simulation

Sam used the book DARE (Dismiss, Allow, Run towards, Engage) to fly sober for the first time in 15 years, even after the plane aborted a landing, and then described how Georges St-Pierre's team reduced fear. In the lead-up to fights they would "start training the actual day of": the same pre-fight meal, the actual UFC gloves and outfit, the opponent's walkout music, and "huge lights that we would put around the Octagon." 00:42:22. Sam plans to apply this to firings and negotiations: "I'm literally going to do like the walkthrough of exactly how I feel." 00:42:45. Shaan added the acceptance mechanism from his skydive: "the antidote to the fear was not really like bravery... It was just acceptance." 00:46:00

2. Contrarian Perspectives

Doing Almost Nothing Beats the Market Better Than Activity

Most retail and professional investors equate effort with edge. The data point here points the other way: a retail investor with nearly a 22% annual return over about a decade made 2.9 decisions a year and zero in three of ten years. Sam said it directly: "that's four months of just thinking, planning, plotting, not doing anything, zero action." 00:02:49. He cited Buffett's "lethargy bordering on sloth" 00:05:23 as the same principle. The non-obvious part is that the investor's "work" is entirely front-loaded, with months of reading annual reports and writing notes, so the actual trade is an afterthought triggered by price.

Don't Be Afraid of Mistakes if You're a Founder; Be Terrified If You're an Investor

Shaan relayed Zuckerberg's belief that he is judged only on what he got right, even after an enormous VR bet ("10 times the amount that they spent developing the iPhone was spent on Oculus" 00:13:27, with nothing comparable produced). Against Buffett's "Don't lose money," Shaan argued that "entrepreneurship is the opposite. You can make tons of mistakes as long as when you do get something right, you have enough chips on the table and you actually get them right in a big enough way." 00:14:44. The contrarian claim is that the same person should hold opposite attitudes toward error depending on whether the payoff is capped or uncapped.

A Hiring Signal Is Small Team Size, Not Big Team Scale

Wang's belief, as Shaan relayed it, is that AI labs should be tiny: "What you don't want is 2,000 pretty smart people on this. You want 20 or max 200 extremely smart people." 00:16:27. In a world where Meta can spend almost any amount, the claim is that headcount dilutes the ability to "hold the whole project in their head." Shaan said Zuckerberg considered this a key reason to back Wang.

The Anticipation Is the Peak, and Fear Can Be Front-Loaded Away

Shaan argued that "the peak of enjoyment comes in the anticipation lead up to the event, not the event itself." 00:43:39. Applied to dreaded events, it flips: rehearse the fear beforehand so the real thing "is actually less scary, less novel." 00:44:52. Most people try to avoid thinking about feared events. The better play, they suggest, is to over-rehearse them.

Leaders Often Gather Consensus, Not Dictate

The popular myth of the decisive, secretive founder is contradicted by Sam's firsthand observation: "oftentimes they'll ask my opinion... I can tell that they're gathering information. And I have found that to be like a superpower amongst a lot of leaders." 00:19:25. He contrasted this with the Cornelius Vanderbilt-style dictatorship and noted consensus-driven decision-making is more common than portrayed.

3. Companies Identified

Meta (Facebook)

Social media and AI company run by Mark Zuckerberg. It was discussed as a company that lost heavily on VR and metaverse but pivoted to AI, with Zuckerberg on a "victory lap." Shaan: "right now, Muse is doing really well, and so he's really excited" 00:10:51, and Zuckerberg's logic that "You don't get judged by your mistakes." 00:13:42. Sam noted the stock is "agree[ing] that it was a good decision so far." 00:10:51. Shaan cautioned the victory lap "feels honestly, a little premature because... AI... the leader changes every... 6 months." 00:10:28

Scale AI

Data-labeling company that supplied training data to AI labs. Meta bought a large stake for around $15 billion, largely to bring in founder Alexandr Wang. Shaan: "Scale was doing that... Ultimately, Meta bought it for, I think, $15 billion or bought like a huge chunk of it, and... a big part of it was just getting Alex." 00:11:43. Sam noted it was "a $14 billion company" and "one of the largest private companies." 00:15:10. Meta was also one of Scale's big customers.

Square (Block)

Payments company founded by Jack Dorsey. Mentioned for Dorsey's premortem: "he created a list called 140 Reasons Why Square Will Fail." 00:09:19

Twitter

Social platform Jack Dorsey helped create and ran as CEO for a long time, cited as the credibility base for Dorsey's next company. Shaan: "it was his idea for Twitter, and he was the CEO of Twitter for a long time." 00:08:56

Oculus / Meta VR

Meta's VR and metaverse bet. Shaan: "10 times the amount that they spent developing the iPhone was spent on Oculus... And it had produced nothing on par with the iPhone." 00:13:27. It is the case study of an expensive mistake that Zuckerberg says doesn't define him.

SpaceX and Tesla

Elon Musk's companies, referenced in the fable of Musk near failure around 2008 and 2009 "after three rockets failed." Shaan: "when Tesla was on the brink of failure, and so was SpaceX." 00:29:31

Hampton

Sam's community for founders doing at least $3 million in revenue ("on average something like $25 million a year"), with members including founders of DoorDash, Figure, and BlueChew. Sam: "We have the founders of DoorDash, of Figure, of BlueChew." 00:34:39. It also serves as the source of the guest-finding "hack" for the podcast.

HubSpot

Sponsor and podcast network. Offers a wealth guide of "35 principles from the top investors" (Howard Marks, Mohnish Pabrai, Morgan Housel, Cathie Wood), the Breeze Assistant for content creation, and the Marketing School podcast with Neil Patel and Eric Siu. Sam: "35 principles from the top investors." 00:06:27

Claude (Anthropic)

Used by Sam to analyze the exported brokerage account ("we put it in Claude") 00:01:14 and to plan graduated subway exposure therapy: "I use Claude, and I found the shortest destination of a subway." 00:40:22

Marketing School (HubSpot Podcast Network)

Podcast by Neil Patel and Eric Siu, described as "real-world tactics from practitioners who are actually out there in the field doing it." 00:47:48

Cheeky Pint

The interview series (Stripe founder) where Zuckerberg and Wang appeared, drinking Guinness. Source of the Zuckerberg quotes. 00:12:35

Lululemon

Mentioned as an analogy for the "popular clothing stock" in the investor's portfolio. Sam: "It wasn't Lululemon, but imagine like a Lululemon." 00:03:19

UFC

Used in the Georges St-Pierre fear-simulation story. 00:41:50

4. People Identified

The Hampton Investor (unnamed)

Multimillionaire who sold his company for "eight figures" and invests in public stocks. Sam: "he's had nearly a 22% annual return for the last decade." 00:01:03. Method: "I study a few things that I can understand, and I study them very deeply." 00:03:54. Sam added that "if you were to invest around $10 million when he started... something like $60 million."

Warren Buffett

Cited for "lethargy bordering on sloth" 00:05:23 and "Rule number one... 'Don't lose money.' Rule number two, 'Don't forget rule number one.'" 00:14:32

Mark Zuckerberg

Meta CEO. Praised for a clear, long-form writing ability ("blog post length" WhatsApp replies 00:17:40), humility in soliciting advice from about 20 smart people, and the "you're only judged by what you got right" philosophy. Shaan: "he's an extremely good writer. He's extremely clear in his thinking." 00:17:40

Alexandr Wang

Founder of Scale AI, described as possibly "the youngest billionaire in the world right now," a former math olympiad kid. Zuckerberg's verdict: "He's the fucking guy." 00:13:00. His reported strengths: strategic mind, clarity of communication, and strong beliefs on execution, including small, flat, talent-dense teams 00:16:11.

Jack Dorsey

Twitter co-creator and Square founder, for his "140 Reasons Why Square Will Fail" premortem. 00:09:30

Charlie Munger

Quoted via Shaan: "Tell me if you know... where I'm going to die so I know not to go there." 00:09:56

Kevin Ryan

Owner of a startup lab or incubator that has launched multiple multibillion-dollar startups. Sam: "he was like, 'I basically get one good idea a year.'" 00:05:23

Elon Musk

Subject of the "start building within 24 hours" fable. 00:29:50. Sam also compared Cornelius Vanderbilt to "the Elon Musk of the 1800s."

Cornelius Vanderbilt

19th-century richest man in America, the example of a secretive, shrewd, dictatorial decision-maker. Sam: "people would be like, 'We have no idea why you're doing that.' And 6 months later, it would reveal itself." 00:19:02

Jeff Bezos

Source of the baseball analogy: "in baseball, the most you can get from a great hit is four runs, but in business, you can get a thousand runs with one correct swing of the bat." 00:14:56

Napoleon

Quoted: "I act and the plan emerges from my action." 00:30:57

Scott Galloway

Guest on the show; advice: "You've got to keep your sails up." 00:31:06

Georges St-Pierre

Hall of Fame UFC fighter who "didn't like to fight" and was fearful, then used simulated fight-day training to desensitize himself. 00:41:31

Firas Zahabi

Georges St-Pierre's MMA coach. Sam called him "very thoughtful," someone who "comes off like a philosophy guy." 00:41:25. The simulation method was attributed to this coaching perspective.

Howard Marks, Ray Dalio, Mohnish Pabrai, Morgan Housel, Cathie Wood

Investors mentioned as past guests. Sam: "we love having investors on here, from Howard Marks, um, Ray Dalio, Mohnish." 00:04:37; Pabrai, Housel, and Wood appear in the HubSpot guide 00:06:27.

Aaron Sorkin

Cited for the storytelling framework Shaan applies to life games: "the hero has something that they want and there's something that stands in their way. Intention and obstacle." 00:24:27

LeBron James

Example of someone playing a defined game: "trying to defeat Father Time and catch Michael Jordan." 00:23:18

Michael Jordan

The comparison benchmark for LeBron's pursuit. 00:23:35

Jaylen Brown

Example of a "prove myself game" after being traded from the Celtics. 00:24:13

Jonah Hill

Used to illustrate the Dunning-Kruger effect: "becomes a blue belt and is like, 'I'll murder anybody who fights me.'" 00:20:21

Neil Patel and Eric Siu

Hosts of Marketing School. 00:47:48

Senra

Podcast host (Wang appeared on his show) who asked how Wang met Zuckerberg. 00:17:16

Joe Rogan–adjacent exposure (none); Stripe founder

The "Stripe founder" is referenced as the Cheeky Pint interviewer in the Guinness anecdote. 00:28:27

5. Operating Insights

Run Your Own Reversibility Filter Before Spending Mental Energy

Sam's rule: categorize each decision as reversible or irreversible and refuse to "agonize" over the reversible ones. 00:05:40. Shaan's version is an inverted default, "everything is ruled out unless it has a real reason I need to care." 00:06:45. A practical use is to batch decisions weekly and apply the filter to quickly clear 89 low-stakes items to find the one that matters.

Rehearse High-Stakes Hard Conversations with Full-Fidelity Simulation

Borrowing from Georges St-Pierre's camp, Sam plans to walk through firings or negotiations in the actual conference room beforehand. 00:42:45. St-Pierre's team replicated gloves, outfit, walkout music, and Octagon lighting 00:42:04. Operator tactic: rehearse in the real room, at the real time of day, with the real materials, so the nervous system has seen it before.

Use Many-Source Asynchronous Advice-Seeking, and Use It as a Talent Filter

Zuckerberg texted around 20 non-board smart people "what do you think we're getting wrong here?" and used the responses to judge who produces "consistently... high signal." 00:18:27. Operators can build the same informal panel and track who responds with clear, substantive thinking.

When a Business Is Underperforming, Fix Routine First, Not Strategy

Shaan's recovery from the sushi-company slump required "just a routine change": get the trash can, clean the room, take the hike. 00:34:11. Treat a morale or output slump as a physical-state problem first, since "better attitude, and therefore had better ideas." 00:33:44

Ask People "What Game Are You Playing?" Before Giving Advice

Sam now asks founders "where are you trying to be in 5 years?" before brainstorming and finds most have no answer. 00:22:44. Shaan's framework (intention plus obstacle) can turn a vague advisory conversation into a decision about which game and what it demands.

6. Overlooked Insights

The Investor's Process Is Only Legible Because It Was Documented

The entire analysis, from decisions per year to the result against the S&P, was possible because the account was exportable and the investor kept "very detailed notes." Sam's remark that he asked Claude to define a "decision" as each stock bought or sold in a year 00:01:26 reveals a practical technique: dump your own brokerage, CRM, or hiring history into an LLM and count decisions, reversals, and idle periods. Almost nobody audits their own decision frequency, and the investor's 2022 miss (the one year he trailed the market) suggests even this process had a regime where inaction cost him, which the hosts glossed over.

Zuckerberg's Hiring Test Is His Own Communication Medium

The reason Wang knew Zuckerberg was good at this was a casual detail: replies to simple WhatsApp questions came back "almost like a blog post length." 00:17:27. A founder who invests in long-form written thinking in everyday channels is generating a high-bandwidth, scalable form of leadership. It also means Meta's most consequential AI hire came through a chain of text threads with a vendor's CEO, not a formal search. The overlooked signal is that a vendor or customer relationship can function as a months-long talent audition for an acquirer.